6 citations · 7 across the 5 of their papers we have counts for
8 papers
Extending the Scope of Out-of-Domain: Examining QA models in multiple subdomains
Chenyang Lyu, Jennifer Foster, Yvette Graham
Past works that investigate out-of-domain performance of QA systems have mainly focused on general domains (e.g. news domain, wikipedia domain), underestimating the importance of s…
The DCU-EPFL Enhanced Dependency Parser at the IWPT 2021 Shared Task
James Barry, Alireza Mohammadshahi, Joachim Wagner +2
We describe the DCU-EPFL submission to the IWPT 2021 Shared Task on Parsing into Enhanced Universal Dependencies. The task involves parsing Enhanced UD graphs, which are an extensi…
English Machine Reading Comprehension Datasets: A Survey
Daria Dzendzik, Carl Vogel, Jennifer Foster
This paper surveys 60 English Machine Reading Comprehension datasets, with a view to providing a convenient resource for other researchers interested in this problem. We categorize…
Improving Document-Level Sentiment Analysis with User and Product Context
Chenyang Lyu, Jennifer Foster, Yvette Graham
Past work that improves document-level sentiment analysis by encoding user and product information has been limited to considering only the text of the current review. We investiga…
The ADAPT Enhanced Dependency Parser at the IWPT 2020 Shared Task
James Barry, Joachim Wagner, Jennifer Foster
We describe the ADAPT system for the 2020 IWPT Shared Task on parsing enhanced Universal Dependencies in 17 languages. We implement a pipeline approach using UDPipe and UDPipe-futu…
Shape of synth to come: Why we should use synthetic data for English surface realization
Henry Elder, Robert Burke, Alexander O'Connor +1
The Surface Realization Shared Tasks of 2018 and 2019 were Natural Language Generation shared tasks with the goal of exploring approaches to surface realization from Universal-Depe…